Title

An Ensemble of Statistical Metadata and CNN Classification of Class Imbalanced Skin Lesion Data

Journal title

International Journal of Electronics and Telecommunications

Yearbook

2022

Volume

vol. 68

Issue

No 2

Authors

Nayak, Sachin ; Vincent, Shweta ; K, Sumathi ; Kumar, Om Prakash ; Pathan, Sameena

Affiliation

Nayak, Sachin : Department of Mechatronics Engineering, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, Karnataka, India ; Vincent, Shweta : Department of Mechatronics Engineering, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, Karnataka, India ; K, Sumathi : Department of Mathematics, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, Karnataka, India ; Kumar, Om Prakash : Department of Electronics and Communication Engineering, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, Karnataka, India ; Pathan, Sameena : Department of Information and Communication Technology, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, Karnataka, India

Keywords

classification ; Convolutional Neural Networks ; Ensemble Learning ; machine learning ; metadata

Divisions of PAS

Nauki Techniczne

Coverage

251-257

Publisher

Polish Academy of Sciences Committee of Electronics and Telecommunications

Date

2022.06.12

Type

Article

Identifier

DOI: 10.24425/ijet.2022.139875